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@@ -170,27 +170,28 @@ Refer to the [original model card](https://huggingface.co/rhaymison/Mistral-port
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  ## ✨ Use with Samantha Interface Assistant
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- Github project: https://github.com/controlecidadao/samantha_ia/blob/main/README.md
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  ## 📺 Video: Intelligence Challenge - Microsoft Phi 3.5 vs Google Gemma 2
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- https://www.youtube.com/watch?v=KgicCGMSygU
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  ## 👟 Testing a Model in 5 Steps with Samantha
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  Samantha needs just a `.gguf` model file to generate text. Follow these steps to perform a simple model test:
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- 1) Open Windows Task Management by pressing `CTRL + SHIFT + ESC` and check available memory. Close some programs if necessary to free memory.
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- 2) Visit [Hugging Face](https://huggingface.co/models?library=gguf&sort=trending&search=gguf) repository and click on the card to open the corresponding page. Locate the _Files and versions_ tab and choose a `.gguf` model that fits in your available memory.
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- 3) Right click over the model download link icon and copy its URL.
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- 4) Paste the model URL into Samantha's _Download models for testing_ field.
 
 
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- 5) Insert a prompt into _User prompt_ field and press `Enter`. Keep the `$$$` sign at the end of your prompt. The model will be downloaded and the response will be generated using the default deterministic settings. You can track this process via Windows Task Management.
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  Every new model downloaded via this copy and paste procedure will replace the previous one to save hard drive space. Model download is saved as `MODEL_FOR_TESTING.gguf` in your _Downloads_ folder.
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  ## ✨ Use with Samantha Interface Assistant
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+ **Github project:** https://github.com/controlecidadao/samantha_ia/blob/main/README.md
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  ## 📺 Video: Intelligence Challenge - Microsoft Phi 3.5 vs Google Gemma 2
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+ **Video:** https://www.youtube.com/watch?v=KgicCGMSygU
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  ## 👟 Testing a Model in 5 Steps with Samantha
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  Samantha needs just a `.gguf` model file to generate text. Follow these steps to perform a simple model test:
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+ **1)** Open Windows Task Management by pressing `CTRL + SHIFT + ESC` and check available memory. Close some programs if necessary to free memory.
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+ **2)** Visit [Hugging Face](https://huggingface.co/models?library=gguf&sort=trending&search=gguf) repository and click on the card to open the corresponding page. Locate the _Files and versions_ tab and choose a `.gguf` model that fits in your available memory.
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+ **3)** Right click over the model download link icon and copy its URL.
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+ **4)** Paste the model URL into Samantha's _Download models for testing_ field.
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+
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+ **5)** Insert a prompt into _User prompt_ field and press `Enter`. Keep the `$$$` sign at the end of your prompt. The model will be downloaded and the response will be generated using the default deterministic settings. You can track this process via Windows Task Management.
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  Every new model downloaded via this copy and paste procedure will replace the previous one to save hard drive space. Model download is saved as `MODEL_FOR_TESTING.gguf` in your _Downloads_ folder.
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